Data mining2018/19

DUT in Statistics and business intelligence · Université de la Côte d'Azur · Lectures are in French · 18 hours

Archived edition: this page is kept for reference, and some materials or links may no longer be available.

Course material

The course explains the topics listed in the lecture calendar.

Lecture	Date	Topic	Material
L01	04/02/2019	Introduction to machine learning.	Exercise
L02	27/02/2019	Linear regression.	Exercise
L03	04/03/2019	Classification with SVMs. Logistic regression.	Exercise (SVM) Exercise (logistic regression)
L04	11/03/2019	Neural networks and deep learning.	Exercise
L05	18/03/2019	Clustering.	Exercise
L06	02/04/2019	Regression with SVMs.	Exercise

The exam consists in two written tests.